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Gumloop vs MultiOnwhich AI ops agent should you pick in 2026?
Visual no-code platform for building always-on agent workflows.
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Gumloop vs MultiOn — specs
| Spec | Gumloop | MultiOn |
|---|---|---|
| Agent Rank | 75 / 100 (A) | 65 / 100 (B) |
| Autonomy | Semi-autonomous | Autonomous |
| Pricing | Freemium · from $99 | Freemium · from $20 |
| Open source | No | No |
| Capabilities | Tool use, Memory, Multi-agent, Browser | Browser, Tool use, Vision, Memory |
| Integrations | 6 apps | 2 apps |
| Verified | — | — |
| Released | Feb 2025 | Mar 2025 |
Agent Rank breakdown
Gumloop
Agent Rank
75/ 100
- Autonomy
- 8
- Capabilities
- 8
- Integrations
- 10
- Pricing
- 6
- Polish
- 7
- Verifiability
- 6
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
MultiOn
Agent Rank
65/ 100
- Autonomy
- 9
- Capabilities
- 8
- Integrations
- 2
- Pricing
- 8
- Polish
- 6
- Verifiability
- 6
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
Pros & cons
Gumloop
Pros
- +YC-backed; named alongside Salesforce Agentforce in 2026 ops/marketing leader lists
- +Visual canvas + 80+ integrations — fastest no-code agent builder out there
- +Strong template community (browse + remix prebuilt agent workflows)
Cons
- −Credit-based pricing can spike on heavy workflows (multi-step LLM chains)
- −Less programmable than Zapier/Make for power users wanting custom code
- −Newer (2024 launch) — fewer enterprise case studies than n8n
MultiOn
Pros
- +Consumer-friendly browser agent that books, fills, and completes web tasks autonomously
- +API lets developers embed browser-agent capabilities in their own products
- +Chrome extension keeps the agent close to where users already work
Cons
- −Reliability varies widely across websites — 5–15% error rate typical
- −Best for low-stakes workflows; not for production payments or critical ops
- −Voice quality + multimodal features still maturing
Pricing
Gumloop
Free
Free
Individuals
- +1000 credits/mo
- +Public templates
- +Community support
Recommended
Pro
$99/mo
Solo + Small teams
- +25K credits/mo
- +All integrations
- +API access
Team
$299/mo
Teams 5+
- +Unlimited workspaces
- +Shared agents
- +Priority support
Enterprise
Custom
Large orgs
- +Custom credits
- +SSO
- +Dedicated CS
MultiOn
Free
Free
Trial
- +Limited daily sessions
- +Single agent
Recommended
Pro
$20/mo
Power users
- +Unlimited sessions
- +Custom agents
- +API access
Which one should you pick?
Gumloop
Pick Gumloop if your stack spans many tools and integration depth is the constraint.
Try Gumloop →MultiOn
Pick MultiOn if cost is the main constraint or if you want the highest autonomy and the verification loop is in place.
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Frequently asked
Should I pick Gumloop or MultiOn in 2026?+
Pick Gumloop if your stack spans many tools and integration depth is the constraint. Pick MultiOn if cost is the main constraint or if you want the highest autonomy and the verification loop is in place. Most working teams running both can use Gumloop for primary work and MultiOn for the workflows where its specific strengths matter.
What's the price difference between Gumloop and MultiOn?+
Gumloop starts at Freemium · from $99; MultiOn starts at Freemium · from $20. MultiOn is the cheaper entry option. For team deployments the TCO can differ — use the AI Agent Rank TCO calculator for your specific volume.
Which is more autonomous, Gumloop or MultiOn?+
MultiOn is the more autonomous of the two (Autonomous vs Semi-autonomous). Higher autonomy ships throughput faster but requires verification loops in place — see our autonomous-vs-copilot framing for when each tier wins.
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